Fold 0
Model 0 best validation auc = 0.768075 on epoch 163
Model 0 test auc = 0.829922
Ensemble test auc = 0.829922
Fold 1
Model 0 best validation auc = 0.776995 on epoch 119
Model 0 test auc = 0.719446
Ensemble test auc = 0.719446
Fold 2
Model 0 best validation auc = 0.775117 on epoch 83
Model 0 test auc = 0.815172
Ensemble test auc = 0.815172
Fold 3
Model 0 best validation auc = 0.789671 on epoch 155
Model 0 test auc = 0.805539
Ensemble test auc = 0.805539
Fold 4
Model 0 best validation auc = 0.785681 on epoch 170
Model 0 test auc = 0.727875
Ensemble test auc = 0.727875
Fold 5
Model 0 best validation auc = 0.773709 on epoch 255
Model 0 test auc = 0.712523
Ensemble test auc = 0.712523
Fold 6
Model 0 best validation auc = 0.782160 on epoch 162
Model 0 test auc = 0.831427
Ensemble test auc = 0.831427
Fold 7
Model 0 best validation auc = 0.791080 on epoch 3
Model 0 test auc = 0.752559
Ensemble test auc = 0.752559
Fold 8
Model 0 best validation auc = 0.791315 on epoch 128
Model 0 test auc = 0.812161
Ensemble test auc = 0.812161
Fold 9
Model 0 best validation auc = 0.786620 on epoch 5
Model 0 test auc = 0.801927
Ensemble test auc = 0.801927
10-fold cross validation
	Seed 0 ==> test auc = 0.829922
	Seed 1 ==> test auc = 0.719446
	Seed 2 ==> test auc = 0.815172
	Seed 3 ==> test auc = 0.805539
	Seed 4 ==> test auc = 0.727875
	Seed 5 ==> test auc = 0.712523
	Seed 6 ==> test auc = 0.831427
	Seed 7 ==> test auc = 0.752559
	Seed 8 ==> test auc = 0.812161
	Seed 9 ==> test auc = 0.801927
Overall test auc = 0.780855 +/- 0.044971
Elapsed time = 0:04:56
